This refers to the composite system of hardware, software, and network topology designed to ingest, normalize, and distribute market data from numerous, often disparate, crypto exchanges and on-chain sources. A resilient architecture must handle massive data volumes and disparate formats while maintaining strict time-series ordering for accurate derivatives analysis. The design prioritizes low-latency transmission paths.
Reliability
For options trading and risk management, the reliability of the data stream is as critical as its speed, demanding redundancy across multiple data providers and failover mechanisms. Any interruption or corruption in the feed can lead to incorrect valuation or failed trade executions, resulting in immediate financial loss. System integrity is verified through checksums and cross-exchange reconciliation.
Throughput
The infrastructure must possess sufficient throughput capacity to manage peak data rates generated during high-volatility events common in crypto markets. Processing pipelines must efficiently filter, aggregate, and disseminate relevant data points, such as bid/ask quotes and trade prints, to downstream quantitative models without creating processing backlogs. High throughput ensures market responsiveness.
